tool

Agent ready

Firecrawl MCP Server

Review before use

MCP server for web crawling and structured extraction workflows. GitHub metadata was checked on 2026-06-27; the listed license is no-fee and permissive for review, evaluation, and responsible reuse.

Open source Source archive Manifest Compare

Source review

Source

Open the upstream repository and check maintainers, README scope, examples, and recent activity.

License

Confirm MIT terms fit your project and retain notices when required.

Install behavior

Read commands before running them and start with a low-risk local workspace.

Verification

Check outputs, safety notes, and policy fit before exposing the resource to agent workflows.

Why use it

Use it when a project needs bounded web extraction from an agent tool surface and the team wants inspectable provenance before adoption.

When to use

  • You need bounded web extraction from an agent tool surface.
  • The upstream README and license fit the target project.
  • You can test the integration on non-production data first.

When not to use

  • The tool needs broader access than the task requires.
  • The tool result could feed untrusted text into an agent without review.

Agent manifest preview

Use the manifest as structured review context before applying local policy.

{ "schemaVersion": "1.0", "slug": "firecrawl-mcp-server", "title": "Firecrawl MCP Server", "kind": "tool", "summary": "MCP server for web crawling and structured extraction workflows.", "sourceUrl": "https://github.com/firecrawl/firecrawl-mcp-server", "agentAccess": "approved", "license": { "spdx": "MIT", "allowsClosedSourceUse": true, "requiresNotice": true, "noLicenseFee": true }, "install": { "steps": [ "Read the README, license, and exposed commands.", "Run with a sample workspace or read-only token.", "Add write permissions only after review." ] }, "outputs": [ "tool response", "MCP payload", "automation result" ], "usage": { "whyUse": "Use it when a project needs bounded web extraction from an agent tool surface and the team wants inspectable provenance before adoption.", "whenToUse": [ "You need bounded web extraction from an agent tool surface.", "The upstream README and license fit the target project.", "You can test the integration on non-production data first." ], "whenNotToUse": [ "The tool needs broader access than the task requires.", "The tool result could feed untrusted text into an agent without review." ], "safetyNotes": [ "Keep required license notices when redistributing copied source or bundled code.", "Review network, filesystem, and credential access.", "Scope tokens and write actions to the smallest surface." ] }, "repository": { "owner": "firecrawl", "name": "firecrawl-mcp-server", "stars": 6701, "defaultBranch": "main" }, "lifecycle": { "githubUpdatedAt": "2026-06-27T04:46:04Z", "githubPushedAt": "2026-06-26T21:12:47Z", "lastVerifiedAt": "2026-06-27T00:00:00.000Z" } }